{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9531ec83",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 线性回归的从零开始\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c77e883f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import random\n",
    "import torch\n",
    "from d2l import torch as d2l\n",
    "def synthetic_data(w, b, num_examples):  #@save\n",
    "    \"\"\"生成 y = Xw + b + 噪声。\"\"\"\n",
    "    X = torch.normal(0, 1, (num_examples, len(w)))\n",
    "    y = torch.matmul(X, w) + b\n",
    "    y += torch.normal(0, 0.01, y.shape)\n",
    "    return X, y.reshape((-1, 1))\n",
    "\n",
    "true_w = torch.tensor([2, -3.4])\n",
    "true_b = 4.2\n",
    "features, labels = synthetic_data(true_w, true_b, 1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "57450d48",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "features: tensor([0.1113, 1.2368]) \n",
      "label: tensor([0.2406])\n"
     ]
    }
   ],
   "source": [
    "print('features:', features[0],'\\nlabel:', labels[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "842d7e90",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<svg height=\"166.978125pt\" version=\"1.1\" viewBox=\"0 0 231.442188 166.978125\" width=\"231.442188pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       " <metadata>\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n",
       "   <cc:Work>\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "    <dc:date>2021-11-26T16:14:14.488137</dc:date>\n",
       "    <dc:format>image/svg+xml</dc:format>\n",
       "    <dc:creator>\n",
       "     <cc:Agent>\n",
       "      <dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title>\n",
       "     </cc:Agent>\n",
       "    </dc:creator>\n",
       "   </cc:Work>\n",
       "  </rdf:RDF>\n",
       " </metadata>\n",
       " <defs>\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 166.978125 \n",
       "L 231.442188 166.978125 \n",
       "L 231.442188 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill:none;\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 28.942188 143.1 \n",
       "L 224.242188 143.1 \n",
       "L 224.242188 7.2 \n",
       "L 28.942188 7.2 \n",
       "z\n",
       "\" style=\"fill:#ffffff;\"/>\n",
       "   </g>\n",
       "   <g id=\"PathCollection_1\">\n",
       "    <defs>\n",
       "     <path d=\"M 0 0.5 \n",
       "C 0.132602 0.5 0.25979 0.447317 0.353553 0.353553 \n",
       "C 0.447317 0.25979 0.5 0.132602 0.5 0 \n",
       "C 0.5 -0.132602 0.447317 -0.25979 0.353553 -0.353553 \n",
       "C 0.25979 -0.447317 0.132602 -0.5 0 -0.5 \n",
       "C -0.132602 -0.5 -0.25979 -0.447317 -0.353553 -0.353553 \n",
       "C -0.447317 -0.25979 -0.5 -0.132602 -0.5 0 \n",
       "C -0.5 0.132602 -0.447317 0.25979 -0.353553 0.353553 \n",
       "C -0.25979 0.447317 -0.132602 0.5 0 0.5 \n",
       "z\n",
       "\" id=\"m53fdc8c560\" style=\"stroke:#1f77b4;\"/>\n",
       "    </defs>\n",
       "    <g clip-path=\"url(#pb4dac3ee5a)\">\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"161.8894\" xlink:href=\"#m53fdc8c560\" y=\"95.31056\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"82.963769\" xlink:href=\"#m53fdc8c560\" y=\"41.003888\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.530637\" xlink:href=\"#m53fdc8c560\" y=\"81.019925\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.119246\" xlink:href=\"#m53fdc8c560\" y=\"88.843771\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"61.77506\" xlink:href=\"#m53fdc8c560\" y=\"40.650039\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.505447\" xlink:href=\"#m53fdc8c560\" y=\"75.135813\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.395931\" xlink:href=\"#m53fdc8c560\" y=\"66.985039\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.688565\" xlink:href=\"#m53fdc8c560\" y=\"77.524623\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.362006\" xlink:href=\"#m53fdc8c560\" y=\"82.535321\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.176717\" xlink:href=\"#m53fdc8c560\" y=\"61.75923\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.724078\" xlink:href=\"#m53fdc8c560\" y=\"85.823327\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.664421\" xlink:href=\"#m53fdc8c560\" y=\"73.585497\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.622015\" xlink:href=\"#m53fdc8c560\" y=\"72.299525\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.058071\" xlink:href=\"#m53fdc8c560\" y=\"93.767747\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.874715\" xlink:href=\"#m53fdc8c560\" y=\"73.740461\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.651284\" xlink:href=\"#m53fdc8c560\" y=\"66.515378\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.876246\" xlink:href=\"#m53fdc8c560\" y=\"84.259817\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.562376\" xlink:href=\"#m53fdc8c560\" y=\"42.835153\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.376553\" xlink:href=\"#m53fdc8c560\" y=\"66.815694\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"172.020568\" xlink:href=\"#m53fdc8c560\" y=\"87.809269\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.714488\" xlink:href=\"#m53fdc8c560\" y=\"75.942271\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.37346\" xlink:href=\"#m53fdc8c560\" y=\"53.002242\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.000907\" xlink:href=\"#m53fdc8c560\" y=\"46.518954\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.614678\" xlink:href=\"#m53fdc8c560\" y=\"71.28434\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.502007\" xlink:href=\"#m53fdc8c560\" y=\"80.906154\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.005839\" xlink:href=\"#m53fdc8c560\" y=\"63.644027\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.763006\" xlink:href=\"#m53fdc8c560\" y=\"86.903434\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.701301\" xlink:href=\"#m53fdc8c560\" y=\"63.310261\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.172827\" xlink:href=\"#m53fdc8c560\" y=\"103.70465\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.765763\" xlink:href=\"#m53fdc8c560\" y=\"92.525207\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"193.140974\" xlink:href=\"#m53fdc8c560\" y=\"119.652963\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"58.157041\" xlink:href=\"#m53fdc8c560\" y=\"51.452442\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.425293\" xlink:href=\"#m53fdc8c560\" y=\"60.326134\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.663075\" xlink:href=\"#m53fdc8c560\" y=\"90.664652\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.688123\" xlink:href=\"#m53fdc8c560\" y=\"53.31034\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.692585\" xlink:href=\"#m53fdc8c560\" y=\"90.439343\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.316385\" xlink:href=\"#m53fdc8c560\" y=\"84.421088\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.746624\" xlink:href=\"#m53fdc8c560\" y=\"82.461816\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.632844\" xlink:href=\"#m53fdc8c560\" y=\"67.667032\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.907279\" xlink:href=\"#m53fdc8c560\" y=\"44.623237\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.70516\" xlink:href=\"#m53fdc8c560\" y=\"98.629895\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.273201\" xlink:href=\"#m53fdc8c560\" y=\"109.678059\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"95.147895\" xlink:href=\"#m53fdc8c560\" y=\"50.470965\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.68183\" xlink:href=\"#m53fdc8c560\" y=\"98.469143\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.84422\" xlink:href=\"#m53fdc8c560\" y=\"46.430863\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.696777\" xlink:href=\"#m53fdc8c560\" y=\"75.696907\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.850712\" xlink:href=\"#m53fdc8c560\" y=\"74.510845\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.970609\" xlink:href=\"#m53fdc8c560\" y=\"102.285989\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.902063\" xlink:href=\"#m53fdc8c560\" y=\"85.103551\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.29835\" xlink:href=\"#m53fdc8c560\" y=\"63.345851\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.563875\" xlink:href=\"#m53fdc8c560\" y=\"83.138161\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.560324\" xlink:href=\"#m53fdc8c560\" y=\"60.664479\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.343401\" xlink:href=\"#m53fdc8c560\" y=\"80.981628\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"79.716298\" xlink:href=\"#m53fdc8c560\" y=\"52.926393\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.045691\" xlink:href=\"#m53fdc8c560\" y=\"45.436656\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.711058\" xlink:href=\"#m53fdc8c560\" y=\"81.673883\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.868083\" xlink:href=\"#m53fdc8c560\" y=\"73.692145\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.294096\" xlink:href=\"#m53fdc8c560\" y=\"85.509803\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"149.917953\" xlink:href=\"#m53fdc8c560\" y=\"90.498947\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.122248\" xlink:href=\"#m53fdc8c560\" y=\"59.092298\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.821648\" xlink:href=\"#m53fdc8c560\" y=\"105.19127\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.461852\" xlink:href=\"#m53fdc8c560\" y=\"102.711653\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.049584\" xlink:href=\"#m53fdc8c560\" y=\"79.167757\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"162.943523\" xlink:href=\"#m53fdc8c560\" y=\"86.451548\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.674486\" xlink:href=\"#m53fdc8c560\" y=\"70.630247\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"162.358203\" xlink:href=\"#m53fdc8c560\" y=\"112.229856\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.608204\" xlink:href=\"#m53fdc8c560\" y=\"106.561917\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.360132\" xlink:href=\"#m53fdc8c560\" y=\"66.346457\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.547387\" xlink:href=\"#m53fdc8c560\" y=\"102.282239\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.157068\" xlink:href=\"#m53fdc8c560\" y=\"78.759685\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.447939\" xlink:href=\"#m53fdc8c560\" y=\"44.823032\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"88.850943\" xlink:href=\"#m53fdc8c560\" y=\"62.22209\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.10078\" xlink:href=\"#m53fdc8c560\" y=\"61.633257\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.080809\" xlink:href=\"#m53fdc8c560\" y=\"69.703135\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"178.582023\" xlink:href=\"#m53fdc8c560\" y=\"97.38438\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.143335\" xlink:href=\"#m53fdc8c560\" y=\"64.997509\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"206.574089\" xlink:href=\"#m53fdc8c560\" y=\"127.305603\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.667169\" xlink:href=\"#m53fdc8c560\" y=\"82.802763\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"119.359334\" xlink:href=\"#m53fdc8c560\" y=\"89.024339\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"74.37028\" xlink:href=\"#m53fdc8c560\" y=\"54.886634\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.965262\" xlink:href=\"#m53fdc8c560\" y=\"63.062484\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.466046\" xlink:href=\"#m53fdc8c560\" y=\"78.998444\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.755147\" xlink:href=\"#m53fdc8c560\" y=\"76.271678\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.15172\" xlink:href=\"#m53fdc8c560\" y=\"66.443323\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"81.41598\" xlink:href=\"#m53fdc8c560\" y=\"61.056684\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.677101\" xlink:href=\"#m53fdc8c560\" y=\"61.409569\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.691646\" xlink:href=\"#m53fdc8c560\" y=\"69.928181\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.484137\" xlink:href=\"#m53fdc8c560\" y=\"59.389299\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.821679\" xlink:href=\"#m53fdc8c560\" y=\"77.914434\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.373034\" xlink:href=\"#m53fdc8c560\" y=\"84.38762\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.024328\" xlink:href=\"#m53fdc8c560\" y=\"70.160595\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.513367\" xlink:href=\"#m53fdc8c560\" y=\"92.366731\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.937773\" xlink:href=\"#m53fdc8c560\" y=\"72.145492\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.757515\" xlink:href=\"#m53fdc8c560\" y=\"77.517542\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.095338\" xlink:href=\"#m53fdc8c560\" y=\"82.927355\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.093941\" xlink:href=\"#m53fdc8c560\" y=\"70.660651\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.427491\" xlink:href=\"#m53fdc8c560\" y=\"60.623612\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"91.498537\" xlink:href=\"#m53fdc8c560\" y=\"80.965872\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.581049\" xlink:href=\"#m53fdc8c560\" y=\"81.357341\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"110.601023\" xlink:href=\"#m53fdc8c560\" y=\"44.511424\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"166.079104\" xlink:href=\"#m53fdc8c560\" y=\"107.836248\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.869761\" xlink:href=\"#m53fdc8c560\" y=\"61.644589\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.768696\" xlink:href=\"#m53fdc8c560\" y=\"71.396173\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"164.038387\" xlink:href=\"#m53fdc8c560\" y=\"93.410662\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.338442\" xlink:href=\"#m53fdc8c560\" y=\"71.924479\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"70.640524\" xlink:href=\"#m53fdc8c560\" y=\"40.915299\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.133721\" xlink:href=\"#m53fdc8c560\" y=\"69.440156\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"43.422017\" xlink:href=\"#m53fdc8c560\" y=\"60.295506\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.979948\" xlink:href=\"#m53fdc8c560\" y=\"66.89715\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.44621\" xlink:href=\"#m53fdc8c560\" y=\"71.97684\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.101614\" xlink:href=\"#m53fdc8c560\" y=\"99.829896\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.925777\" xlink:href=\"#m53fdc8c560\" y=\"62.443723\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.457272\" xlink:href=\"#m53fdc8c560\" y=\"64.018535\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.94701\" xlink:href=\"#m53fdc8c560\" y=\"75.307324\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.372053\" xlink:href=\"#m53fdc8c560\" y=\"78.540659\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.930389\" xlink:href=\"#m53fdc8c560\" y=\"84.878589\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.473979\" xlink:href=\"#m53fdc8c560\" y=\"63.370027\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.978099\" xlink:href=\"#m53fdc8c560\" y=\"82.668428\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.458824\" xlink:href=\"#m53fdc8c560\" y=\"65.157211\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"190.15795\" xlink:href=\"#m53fdc8c560\" y=\"107.293544\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.107561\" xlink:href=\"#m53fdc8c560\" y=\"60.256012\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.93823\" xlink:href=\"#m53fdc8c560\" y=\"88.839875\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.531232\" xlink:href=\"#m53fdc8c560\" y=\"49.756606\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"67.013697\" xlink:href=\"#m53fdc8c560\" y=\"54.746714\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"71.128392\" xlink:href=\"#m53fdc8c560\" y=\"45.016333\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"166.530203\" xlink:href=\"#m53fdc8c560\" y=\"82.439319\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.926703\" xlink:href=\"#m53fdc8c560\" y=\"74.723422\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.356421\" xlink:href=\"#m53fdc8c560\" y=\"80.027351\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.884528\" xlink:href=\"#m53fdc8c560\" y=\"55.985809\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"64.79196\" xlink:href=\"#m53fdc8c560\" y=\"51.383945\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.212465\" xlink:href=\"#m53fdc8c560\" y=\"86.757377\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.23002\" xlink:href=\"#m53fdc8c560\" y=\"74.205322\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"67.648882\" xlink:href=\"#m53fdc8c560\" y=\"33.986799\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"177.647528\" xlink:href=\"#m53fdc8c560\" y=\"103.737972\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.069596\" xlink:href=\"#m53fdc8c560\" y=\"94.606432\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"71.481528\" xlink:href=\"#m53fdc8c560\" y=\"46.111531\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.26557\" xlink:href=\"#m53fdc8c560\" y=\"54.833488\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.460093\" xlink:href=\"#m53fdc8c560\" y=\"67.326539\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"110.205776\" xlink:href=\"#m53fdc8c560\" y=\"66.813956\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.269254\" xlink:href=\"#m53fdc8c560\" y=\"90.706727\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"114.780587\" xlink:href=\"#m53fdc8c560\" y=\"64.842858\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.51175\" xlink:href=\"#m53fdc8c560\" y=\"52.259995\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.728637\" xlink:href=\"#m53fdc8c560\" y=\"78.702992\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"71.783113\" xlink:href=\"#m53fdc8c560\" y=\"52.662301\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.726223\" xlink:href=\"#m53fdc8c560\" y=\"45.577941\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.765539\" xlink:href=\"#m53fdc8c560\" y=\"67.049138\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.819162\" xlink:href=\"#m53fdc8c560\" y=\"35.768336\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.957846\" xlink:href=\"#m53fdc8c560\" y=\"96.035595\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.325596\" xlink:href=\"#m53fdc8c560\" y=\"71.35763\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.040356\" xlink:href=\"#m53fdc8c560\" y=\"78.960065\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.893411\" xlink:href=\"#m53fdc8c560\" y=\"95.788336\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.851841\" xlink:href=\"#m53fdc8c560\" y=\"80.852002\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.408437\" xlink:href=\"#m53fdc8c560\" y=\"58.798216\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.98889\" xlink:href=\"#m53fdc8c560\" y=\"104.536437\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.385223\" xlink:href=\"#m53fdc8c560\" y=\"71.643284\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"95.234405\" xlink:href=\"#m53fdc8c560\" y=\"46.613177\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.087652\" xlink:href=\"#m53fdc8c560\" y=\"80.003663\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.426583\" xlink:href=\"#m53fdc8c560\" y=\"90.843719\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.90165\" xlink:href=\"#m53fdc8c560\" y=\"53.80308\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"91.599329\" xlink:href=\"#m53fdc8c560\" y=\"80.058765\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"92.48394\" xlink:href=\"#m53fdc8c560\" y=\"32.966774\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.233447\" xlink:href=\"#m53fdc8c560\" y=\"69.03449\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"100.550298\" xlink:href=\"#m53fdc8c560\" y=\"48.244614\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.432072\" xlink:href=\"#m53fdc8c560\" y=\"72.721165\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.185242\" xlink:href=\"#m53fdc8c560\" y=\"59.264605\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.731353\" xlink:href=\"#m53fdc8c560\" y=\"68.635842\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.110062\" xlink:href=\"#m53fdc8c560\" y=\"64.303338\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.332065\" xlink:href=\"#m53fdc8c560\" y=\"78.177931\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.063817\" xlink:href=\"#m53fdc8c560\" y=\"94.284911\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.001691\" xlink:href=\"#m53fdc8c560\" y=\"76.225703\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.723775\" xlink:href=\"#m53fdc8c560\" y=\"75.906424\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.296734\" xlink:href=\"#m53fdc8c560\" y=\"51.594953\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.784601\" xlink:href=\"#m53fdc8c560\" y=\"56.740282\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.16951\" xlink:href=\"#m53fdc8c560\" y=\"59.675155\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.491042\" xlink:href=\"#m53fdc8c560\" y=\"67.457933\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.818125\" xlink:href=\"#m53fdc8c560\" y=\"88.627428\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.448419\" xlink:href=\"#m53fdc8c560\" y=\"67.738271\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.019809\" xlink:href=\"#m53fdc8c560\" y=\"83.300405\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"169.276795\" xlink:href=\"#m53fdc8c560\" y=\"85.844355\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.554225\" xlink:href=\"#m53fdc8c560\" y=\"78.106313\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"84.70529\" xlink:href=\"#m53fdc8c560\" y=\"61.558996\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"88.503228\" xlink:href=\"#m53fdc8c560\" y=\"62.081478\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"167.382349\" xlink:href=\"#m53fdc8c560\" y=\"100.931027\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.732108\" xlink:href=\"#m53fdc8c560\" y=\"117.621616\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.971194\" xlink:href=\"#m53fdc8c560\" y=\"75.480801\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"177.23022\" xlink:href=\"#m53fdc8c560\" y=\"82.178084\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.010065\" xlink:href=\"#m53fdc8c560\" y=\"66.341022\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.648309\" xlink:href=\"#m53fdc8c560\" y=\"84.709022\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.097786\" xlink:href=\"#m53fdc8c560\" y=\"63.279285\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.451272\" xlink:href=\"#m53fdc8c560\" y=\"56.050046\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.766857\" xlink:href=\"#m53fdc8c560\" y=\"49.389603\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.645608\" xlink:href=\"#m53fdc8c560\" y=\"81.907112\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"169.859817\" xlink:href=\"#m53fdc8c560\" y=\"100.052112\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.700673\" xlink:href=\"#m53fdc8c560\" y=\"54.890578\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.320431\" xlink:href=\"#m53fdc8c560\" y=\"118.621766\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.576726\" xlink:href=\"#m53fdc8c560\" y=\"78.234343\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.768568\" xlink:href=\"#m53fdc8c560\" y=\"56.816339\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.986538\" xlink:href=\"#m53fdc8c560\" y=\"83.988666\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.225037\" xlink:href=\"#m53fdc8c560\" y=\"52.652337\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.08916\" xlink:href=\"#m53fdc8c560\" y=\"67.081466\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"180.948329\" xlink:href=\"#m53fdc8c560\" y=\"89.414364\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.045145\" xlink:href=\"#m53fdc8c560\" y=\"100.020075\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.204665\" xlink:href=\"#m53fdc8c560\" y=\"84.694581\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"88.949186\" xlink:href=\"#m53fdc8c560\" y=\"47.063454\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.163338\" xlink:href=\"#m53fdc8c560\" y=\"63.19291\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.935051\" xlink:href=\"#m53fdc8c560\" y=\"68.440294\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"164.380959\" xlink:href=\"#m53fdc8c560\" y=\"81.868686\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"86.029097\" xlink:href=\"#m53fdc8c560\" y=\"43.537782\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.800234\" xlink:href=\"#m53fdc8c560\" y=\"72.61779\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.157342\" xlink:href=\"#m53fdc8c560\" y=\"51.646221\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.50559\" xlink:href=\"#m53fdc8c560\" y=\"68.459835\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"113.228452\" xlink:href=\"#m53fdc8c560\" y=\"73.918362\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.654581\" xlink:href=\"#m53fdc8c560\" y=\"60.330734\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.955728\" xlink:href=\"#m53fdc8c560\" y=\"76.758451\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.829399\" xlink:href=\"#m53fdc8c560\" y=\"97.069392\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.46435\" xlink:href=\"#m53fdc8c560\" y=\"96.382596\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"100.471376\" xlink:href=\"#m53fdc8c560\" y=\"64.176728\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"100.137667\" xlink:href=\"#m53fdc8c560\" y=\"85.072039\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.412228\" xlink:href=\"#m53fdc8c560\" y=\"83.916364\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.639664\" xlink:href=\"#m53fdc8c560\" y=\"93.371891\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.656188\" xlink:href=\"#m53fdc8c560\" y=\"47.486195\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.183112\" xlink:href=\"#m53fdc8c560\" y=\"95.212695\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.437307\" xlink:href=\"#m53fdc8c560\" y=\"90.153036\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.957277\" xlink:href=\"#m53fdc8c560\" y=\"84.871646\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"77.512137\" xlink:href=\"#m53fdc8c560\" y=\"26.300125\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.457408\" xlink:href=\"#m53fdc8c560\" y=\"80.823414\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.520717\" xlink:href=\"#m53fdc8c560\" y=\"76.683552\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.748033\" xlink:href=\"#m53fdc8c560\" y=\"55.553423\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.380895\" xlink:href=\"#m53fdc8c560\" y=\"84.805566\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.879726\" xlink:href=\"#m53fdc8c560\" y=\"70.794017\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.255314\" xlink:href=\"#m53fdc8c560\" y=\"93.458165\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.963697\" xlink:href=\"#m53fdc8c560\" y=\"78.510726\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.27393\" xlink:href=\"#m53fdc8c560\" y=\"68.386651\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.265184\" xlink:href=\"#m53fdc8c560\" y=\"95.737937\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.107337\" xlink:href=\"#m53fdc8c560\" y=\"119.746771\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.802873\" xlink:href=\"#m53fdc8c560\" y=\"69.733613\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.53052\" xlink:href=\"#m53fdc8c560\" y=\"77.873916\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.295136\" xlink:href=\"#m53fdc8c560\" y=\"93.463414\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"173.142641\" xlink:href=\"#m53fdc8c560\" y=\"93.967377\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.340752\" xlink:href=\"#m53fdc8c560\" y=\"67.351746\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.254974\" xlink:href=\"#m53fdc8c560\" y=\"64.434918\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.852163\" xlink:href=\"#m53fdc8c560\" y=\"67.887307\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.46773\" xlink:href=\"#m53fdc8c560\" y=\"72.407718\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.460882\" xlink:href=\"#m53fdc8c560\" y=\"74.592629\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"215.364915\" xlink:href=\"#m53fdc8c560\" y=\"136.641484\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"198.569195\" xlink:href=\"#m53fdc8c560\" y=\"136.922727\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.430956\" xlink:href=\"#m53fdc8c560\" y=\"65.250311\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.788301\" xlink:href=\"#m53fdc8c560\" y=\"68.005423\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.335209\" xlink:href=\"#m53fdc8c560\" y=\"86.253699\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.240945\" xlink:href=\"#m53fdc8c560\" y=\"59.538013\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"149.331631\" xlink:href=\"#m53fdc8c560\" y=\"94.697113\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.6326\" xlink:href=\"#m53fdc8c560\" y=\"95.002782\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.604615\" xlink:href=\"#m53fdc8c560\" y=\"63.516418\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.115852\" xlink:href=\"#m53fdc8c560\" y=\"71.142509\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"84.631914\" xlink:href=\"#m53fdc8c560\" y=\"41.823162\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"114.010217\" xlink:href=\"#m53fdc8c560\" y=\"59.396402\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"79.339076\" xlink:href=\"#m53fdc8c560\" y=\"38.418572\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.551227\" xlink:href=\"#m53fdc8c560\" y=\"65.831953\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.884579\" xlink:href=\"#m53fdc8c560\" y=\"65.664515\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"100.109499\" xlink:href=\"#m53fdc8c560\" y=\"83.681276\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.892958\" xlink:href=\"#m53fdc8c560\" y=\"63.218433\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.196327\" xlink:href=\"#m53fdc8c560\" y=\"69.215512\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"145.504249\" xlink:href=\"#m53fdc8c560\" y=\"80.630378\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"68.088743\" xlink:href=\"#m53fdc8c560\" y=\"41.041962\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.061231\" xlink:href=\"#m53fdc8c560\" y=\"80.176965\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.149346\" xlink:href=\"#m53fdc8c560\" y=\"85.904977\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.992195\" xlink:href=\"#m53fdc8c560\" y=\"67.588586\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"172.626596\" xlink:href=\"#m53fdc8c560\" y=\"110.573959\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.637851\" xlink:href=\"#m53fdc8c560\" y=\"78.283146\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.507486\" xlink:href=\"#m53fdc8c560\" y=\"70.081159\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.301909\" xlink:href=\"#m53fdc8c560\" y=\"81.113728\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.341772\" xlink:href=\"#m53fdc8c560\" y=\"78.020321\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.594864\" xlink:href=\"#m53fdc8c560\" y=\"90.354317\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.621856\" xlink:href=\"#m53fdc8c560\" y=\"62.182039\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.320064\" xlink:href=\"#m53fdc8c560\" y=\"64.4464\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"78.541942\" xlink:href=\"#m53fdc8c560\" y=\"42.963791\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.946031\" xlink:href=\"#m53fdc8c560\" y=\"56.86638\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.47775\" xlink:href=\"#m53fdc8c560\" y=\"71.752546\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.413008\" xlink:href=\"#m53fdc8c560\" y=\"84.265343\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.46279\" xlink:href=\"#m53fdc8c560\" y=\"67.577724\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.738881\" xlink:href=\"#m53fdc8c560\" y=\"68.966162\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.602625\" xlink:href=\"#m53fdc8c560\" y=\"61.158133\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"186.961772\" xlink:href=\"#m53fdc8c560\" y=\"103.678537\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.595287\" xlink:href=\"#m53fdc8c560\" y=\"84.598323\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.712831\" xlink:href=\"#m53fdc8c560\" y=\"89.892533\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.522516\" xlink:href=\"#m53fdc8c560\" y=\"78.352954\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.701982\" xlink:href=\"#m53fdc8c560\" y=\"93.408233\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.611232\" xlink:href=\"#m53fdc8c560\" y=\"69.226331\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"66.577375\" xlink:href=\"#m53fdc8c560\" y=\"41.445553\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.994634\" xlink:href=\"#m53fdc8c560\" y=\"57.106959\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.93026\" xlink:href=\"#m53fdc8c560\" y=\"81.985626\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.251161\" xlink:href=\"#m53fdc8c560\" y=\"74.974257\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.969373\" xlink:href=\"#m53fdc8c560\" y=\"77.294586\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.58659\" xlink:href=\"#m53fdc8c560\" y=\"95.318847\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"133.63703\" xlink:href=\"#m53fdc8c560\" y=\"101.365385\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.424317\" xlink:href=\"#m53fdc8c560\" y=\"72.623165\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.838823\" xlink:href=\"#m53fdc8c560\" y=\"91.864424\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.595245\" xlink:href=\"#m53fdc8c560\" y=\"60.124485\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.265329\" xlink:href=\"#m53fdc8c560\" y=\"83.019897\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"169.950803\" xlink:href=\"#m53fdc8c560\" y=\"130.615469\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"95.8614\" xlink:href=\"#m53fdc8c560\" y=\"64.731267\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.793817\" xlink:href=\"#m53fdc8c560\" y=\"87.155911\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.604681\" xlink:href=\"#m53fdc8c560\" y=\"69.089962\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"176.392765\" xlink:href=\"#m53fdc8c560\" y=\"97.550587\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"110.664329\" xlink:href=\"#m53fdc8c560\" y=\"63.671901\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.083828\" xlink:href=\"#m53fdc8c560\" y=\"79.517371\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.016714\" xlink:href=\"#m53fdc8c560\" y=\"45.527234\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.718899\" xlink:href=\"#m53fdc8c560\" y=\"57.251928\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.82055\" xlink:href=\"#m53fdc8c560\" y=\"66.894594\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.253713\" xlink:href=\"#m53fdc8c560\" y=\"73.081982\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"180.74621\" xlink:href=\"#m53fdc8c560\" y=\"107.214208\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.727684\" xlink:href=\"#m53fdc8c560\" y=\"52.615316\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"168.992086\" xlink:href=\"#m53fdc8c560\" y=\"111.544454\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.468222\" xlink:href=\"#m53fdc8c560\" y=\"82.315807\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.626373\" xlink:href=\"#m53fdc8c560\" y=\"58.77272\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.250434\" xlink:href=\"#m53fdc8c560\" y=\"113.215157\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"165.13589\" xlink:href=\"#m53fdc8c560\" y=\"90.112914\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.395851\" xlink:href=\"#m53fdc8c560\" y=\"66.872345\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"85.902617\" xlink:href=\"#m53fdc8c560\" y=\"58.260241\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.411099\" xlink:href=\"#m53fdc8c560\" y=\"65.840261\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.531787\" xlink:href=\"#m53fdc8c560\" y=\"79.61891\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.434992\" xlink:href=\"#m53fdc8c560\" y=\"56.21976\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.470633\" xlink:href=\"#m53fdc8c560\" y=\"82.150887\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.9423\" xlink:href=\"#m53fdc8c560\" y=\"72.597186\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"155.67696\" xlink:href=\"#m53fdc8c560\" y=\"93.365373\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.275088\" xlink:href=\"#m53fdc8c560\" y=\"58.74088\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.092281\" xlink:href=\"#m53fdc8c560\" y=\"81.646754\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.146094\" xlink:href=\"#m53fdc8c560\" y=\"66.783041\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.058895\" xlink:href=\"#m53fdc8c560\" y=\"87.230815\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.80875\" xlink:href=\"#m53fdc8c560\" y=\"87.62464\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.832877\" xlink:href=\"#m53fdc8c560\" y=\"57.245085\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.634513\" xlink:href=\"#m53fdc8c560\" y=\"88.648516\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.240294\" xlink:href=\"#m53fdc8c560\" y=\"77.745742\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.549499\" xlink:href=\"#m53fdc8c560\" y=\"73.307171\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.767898\" xlink:href=\"#m53fdc8c560\" y=\"84.640572\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"166.663705\" xlink:href=\"#m53fdc8c560\" y=\"101.164744\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.277059\" xlink:href=\"#m53fdc8c560\" y=\"82.905991\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.642896\" xlink:href=\"#m53fdc8c560\" y=\"70.202191\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"119.853378\" xlink:href=\"#m53fdc8c560\" y=\"74.320235\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"169.968698\" xlink:href=\"#m53fdc8c560\" y=\"86.581548\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"75.924751\" xlink:href=\"#m53fdc8c560\" y=\"57.584217\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.661088\" xlink:href=\"#m53fdc8c560\" y=\"66.791564\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"91.943257\" xlink:href=\"#m53fdc8c560\" y=\"53.757238\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.295024\" xlink:href=\"#m53fdc8c560\" y=\"60.786203\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"82.407164\" xlink:href=\"#m53fdc8c560\" y=\"50.642325\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"60.744894\" xlink:href=\"#m53fdc8c560\" y=\"25.431297\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.50219\" xlink:href=\"#m53fdc8c560\" y=\"84.32222\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.003889\" xlink:href=\"#m53fdc8c560\" y=\"50.711199\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"145.442362\" xlink:href=\"#m53fdc8c560\" y=\"79.033949\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.581945\" xlink:href=\"#m53fdc8c560\" y=\"83.48023\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.375706\" xlink:href=\"#m53fdc8c560\" y=\"94.591393\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.073314\" xlink:href=\"#m53fdc8c560\" y=\"96.722564\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.51885\" xlink:href=\"#m53fdc8c560\" y=\"71.81044\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"133.807433\" xlink:href=\"#m53fdc8c560\" y=\"87.207604\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.615984\" xlink:href=\"#m53fdc8c560\" y=\"73.306001\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.392745\" xlink:href=\"#m53fdc8c560\" y=\"64.233412\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.23475\" xlink:href=\"#m53fdc8c560\" y=\"55.206608\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.787208\" xlink:href=\"#m53fdc8c560\" y=\"71.398565\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.34321\" xlink:href=\"#m53fdc8c560\" y=\"57.032884\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"110.799633\" xlink:href=\"#m53fdc8c560\" y=\"64.68507\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.275886\" xlink:href=\"#m53fdc8c560\" y=\"88.397375\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.968737\" xlink:href=\"#m53fdc8c560\" y=\"77.197578\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"161.5742\" xlink:href=\"#m53fdc8c560\" y=\"94.632332\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.66478\" xlink:href=\"#m53fdc8c560\" y=\"76.492283\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.686923\" xlink:href=\"#m53fdc8c560\" y=\"82.861012\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.222851\" xlink:href=\"#m53fdc8c560\" y=\"51.810673\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"59.511465\" xlink:href=\"#m53fdc8c560\" y=\"30.139993\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.814498\" xlink:href=\"#m53fdc8c560\" y=\"63.363476\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.675336\" xlink:href=\"#m53fdc8c560\" y=\"66.368989\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.366948\" xlink:href=\"#m53fdc8c560\" y=\"57.056606\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"72.717168\" xlink:href=\"#m53fdc8c560\" y=\"28.603956\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.491371\" xlink:href=\"#m53fdc8c560\" y=\"72.655191\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.425696\" xlink:href=\"#m53fdc8c560\" y=\"69.583911\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.965804\" xlink:href=\"#m53fdc8c560\" y=\"90.868703\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.274224\" xlink:href=\"#m53fdc8c560\" y=\"72.556392\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.44278\" xlink:href=\"#m53fdc8c560\" y=\"83.474345\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.092138\" xlink:href=\"#m53fdc8c560\" y=\"86.230301\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"167.007507\" xlink:href=\"#m53fdc8c560\" y=\"96.631318\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"190.605984\" xlink:href=\"#m53fdc8c560\" y=\"96.996038\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.75743\" xlink:href=\"#m53fdc8c560\" y=\"58.65912\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.300976\" xlink:href=\"#m53fdc8c560\" y=\"56.419016\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"171.107085\" xlink:href=\"#m53fdc8c560\" y=\"109.196222\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.42233\" xlink:href=\"#m53fdc8c560\" y=\"86.779105\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.330502\" xlink:href=\"#m53fdc8c560\" y=\"93.524958\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.515625\" xlink:href=\"#m53fdc8c560\" y=\"81.275394\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.384404\" xlink:href=\"#m53fdc8c560\" y=\"51.044501\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.251698\" xlink:href=\"#m53fdc8c560\" y=\"86.619157\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"113.960136\" xlink:href=\"#m53fdc8c560\" y=\"70.055195\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.749674\" xlink:href=\"#m53fdc8c560\" y=\"94.009342\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"114.769522\" xlink:href=\"#m53fdc8c560\" y=\"69.304123\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.276469\" xlink:href=\"#m53fdc8c560\" y=\"91.954095\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.437718\" xlink:href=\"#m53fdc8c560\" y=\"79.90707\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"149.533799\" xlink:href=\"#m53fdc8c560\" y=\"87.454519\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"175.129401\" xlink:href=\"#m53fdc8c560\" y=\"104.428224\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"86.64742\" xlink:href=\"#m53fdc8c560\" y=\"48.774279\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"161.398021\" xlink:href=\"#m53fdc8c560\" y=\"90.081543\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"166.559422\" xlink:href=\"#m53fdc8c560\" y=\"101.921863\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.98139\" xlink:href=\"#m53fdc8c560\" y=\"69.338719\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"88.140179\" xlink:href=\"#m53fdc8c560\" y=\"40.362515\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"184.083395\" xlink:href=\"#m53fdc8c560\" y=\"111.556029\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.739211\" xlink:href=\"#m53fdc8c560\" y=\"70.536068\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.629456\" xlink:href=\"#m53fdc8c560\" y=\"76.300327\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.538728\" xlink:href=\"#m53fdc8c560\" y=\"50.22934\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.590378\" xlink:href=\"#m53fdc8c560\" y=\"42.055788\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"69.454296\" xlink:href=\"#m53fdc8c560\" y=\"60.363503\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.724625\" xlink:href=\"#m53fdc8c560\" y=\"68.436574\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.758134\" xlink:href=\"#m53fdc8c560\" y=\"61.871526\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"68.694293\" xlink:href=\"#m53fdc8c560\" y=\"45.172786\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"38.543314\" xlink:href=\"#m53fdc8c560\" y=\"27.685352\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.37041\" xlink:href=\"#m53fdc8c560\" y=\"99.496371\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.298365\" xlink:href=\"#m53fdc8c560\" y=\"87.975704\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.011589\" xlink:href=\"#m53fdc8c560\" y=\"71.343496\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.083542\" xlink:href=\"#m53fdc8c560\" y=\"74.943383\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"67.103012\" xlink:href=\"#m53fdc8c560\" y=\"30.900826\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.084552\" xlink:href=\"#m53fdc8c560\" y=\"49.560577\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.52474\" xlink:href=\"#m53fdc8c560\" y=\"52.479765\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"85.103611\" xlink:href=\"#m53fdc8c560\" y=\"69.28567\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.148105\" xlink:href=\"#m53fdc8c560\" y=\"63.124531\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"179.681963\" xlink:href=\"#m53fdc8c560\" y=\"86.924765\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"114.201195\" xlink:href=\"#m53fdc8c560\" y=\"63.358347\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"149.951863\" xlink:href=\"#m53fdc8c560\" y=\"91.869356\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.377011\" xlink:href=\"#m53fdc8c560\" y=\"72.958095\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.688852\" xlink:href=\"#m53fdc8c560\" y=\"95.431416\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"161.457329\" xlink:href=\"#m53fdc8c560\" y=\"104.944379\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"73.2634\" xlink:href=\"#m53fdc8c560\" y=\"33.199082\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.093501\" xlink:href=\"#m53fdc8c560\" y=\"52.182606\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.709215\" xlink:href=\"#m53fdc8c560\" y=\"90.248908\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"185.001791\" xlink:href=\"#m53fdc8c560\" y=\"129.511111\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"72.074698\" xlink:href=\"#m53fdc8c560\" y=\"28.104173\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"86.032707\" xlink:href=\"#m53fdc8c560\" y=\"42.709161\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.071919\" xlink:href=\"#m53fdc8c560\" y=\"81.816414\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.964563\" xlink:href=\"#m53fdc8c560\" y=\"88.911111\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.393482\" xlink:href=\"#m53fdc8c560\" y=\"80.44139\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.329697\" xlink:href=\"#m53fdc8c560\" y=\"91.075189\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.235366\" xlink:href=\"#m53fdc8c560\" y=\"94.103539\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.390446\" xlink:href=\"#m53fdc8c560\" y=\"82.317805\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.47054\" xlink:href=\"#m53fdc8c560\" y=\"65.120976\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"79.692587\" xlink:href=\"#m53fdc8c560\" y=\"42.852692\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"149.245676\" xlink:href=\"#m53fdc8c560\" y=\"83.130706\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.596245\" xlink:href=\"#m53fdc8c560\" y=\"96.238726\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.139719\" xlink:href=\"#m53fdc8c560\" y=\"92.105046\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.464113\" xlink:href=\"#m53fdc8c560\" y=\"62.222835\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.363481\" xlink:href=\"#m53fdc8c560\" y=\"53.219386\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.744036\" xlink:href=\"#m53fdc8c560\" y=\"79.326904\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.513323\" xlink:href=\"#m53fdc8c560\" y=\"63.669538\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"172.530569\" xlink:href=\"#m53fdc8c560\" y=\"112.968372\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"59.01425\" xlink:href=\"#m53fdc8c560\" y=\"30.542213\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.711224\" xlink:href=\"#m53fdc8c560\" y=\"76.485276\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.044649\" xlink:href=\"#m53fdc8c560\" y=\"80.04972\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"58.972221\" xlink:href=\"#m53fdc8c560\" y=\"30.315013\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.960348\" xlink:href=\"#m53fdc8c560\" y=\"62.714035\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.559059\" xlink:href=\"#m53fdc8c560\" y=\"95.265454\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.977864\" xlink:href=\"#m53fdc8c560\" y=\"61.34709\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.52115\" xlink:href=\"#m53fdc8c560\" y=\"82.712916\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"204.727099\" xlink:href=\"#m53fdc8c560\" y=\"120.244903\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.331674\" xlink:href=\"#m53fdc8c560\" y=\"93.423643\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.051797\" xlink:href=\"#m53fdc8c560\" y=\"86.613852\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.814641\" xlink:href=\"#m53fdc8c560\" y=\"57.205003\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.181247\" xlink:href=\"#m53fdc8c560\" y=\"103.116306\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.180205\" xlink:href=\"#m53fdc8c560\" y=\"81.047651\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"85.108646\" xlink:href=\"#m53fdc8c560\" y=\"43.337297\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.159624\" xlink:href=\"#m53fdc8c560\" y=\"66.078043\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"179.862658\" xlink:href=\"#m53fdc8c560\" y=\"106.324934\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.535385\" xlink:href=\"#m53fdc8c560\" y=\"76.124688\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.173917\" xlink:href=\"#m53fdc8c560\" y=\"89.452437\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"72.375486\" xlink:href=\"#m53fdc8c560\" y=\"45.157908\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"86.459058\" xlink:href=\"#m53fdc8c560\" y=\"44.487127\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.847804\" xlink:href=\"#m53fdc8c560\" y=\"89.620119\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.776742\" xlink:href=\"#m53fdc8c560\" y=\"35.07936\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.629794\" xlink:href=\"#m53fdc8c560\" y=\"79.244795\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.3855\" xlink:href=\"#m53fdc8c560\" y=\"83.225624\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.435862\" xlink:href=\"#m53fdc8c560\" y=\"21.045665\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"80.042143\" xlink:href=\"#m53fdc8c560\" y=\"41.488203\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.12498\" xlink:href=\"#m53fdc8c560\" y=\"57.051605\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.770785\" xlink:href=\"#m53fdc8c560\" y=\"61.175594\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.612875\" xlink:href=\"#m53fdc8c560\" y=\"78.06921\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"178.222346\" xlink:href=\"#m53fdc8c560\" y=\"113.719025\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.586136\" xlink:href=\"#m53fdc8c560\" y=\"76.964505\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.654213\" xlink:href=\"#m53fdc8c560\" y=\"50.124541\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.547405\" xlink:href=\"#m53fdc8c560\" y=\"94.911835\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"161.946097\" xlink:href=\"#m53fdc8c560\" y=\"101.260841\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"174.744643\" xlink:href=\"#m53fdc8c560\" y=\"93.835415\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.017878\" xlink:href=\"#m53fdc8c560\" y=\"87.900899\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"164.219826\" xlink:href=\"#m53fdc8c560\" y=\"97.375726\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"169.79496\" xlink:href=\"#m53fdc8c560\" y=\"103.772226\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.253734\" xlink:href=\"#m53fdc8c560\" y=\"94.246435\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.636361\" xlink:href=\"#m53fdc8c560\" y=\"67.959468\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.130044\" xlink:href=\"#m53fdc8c560\" y=\"63.580037\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.833637\" xlink:href=\"#m53fdc8c560\" y=\"72.2253\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.409938\" xlink:href=\"#m53fdc8c560\" y=\"97.660708\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.849513\" xlink:href=\"#m53fdc8c560\" y=\"78.661582\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.952818\" xlink:href=\"#m53fdc8c560\" y=\"61.405543\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.920779\" xlink:href=\"#m53fdc8c560\" y=\"46.170971\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.106872\" xlink:href=\"#m53fdc8c560\" y=\"79.387333\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.745781\" xlink:href=\"#m53fdc8c560\" y=\"82.898716\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.773043\" xlink:href=\"#m53fdc8c560\" y=\"63.492942\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.57634\" xlink:href=\"#m53fdc8c560\" y=\"64.317413\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.433509\" xlink:href=\"#m53fdc8c560\" y=\"87.780304\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.895431\" xlink:href=\"#m53fdc8c560\" y=\"44.028831\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.828363\" xlink:href=\"#m53fdc8c560\" y=\"33.168162\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.919724\" xlink:href=\"#m53fdc8c560\" y=\"80.351747\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.79881\" xlink:href=\"#m53fdc8c560\" y=\"77.624752\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.386203\" xlink:href=\"#m53fdc8c560\" y=\"102.859187\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.115204\" xlink:href=\"#m53fdc8c560\" y=\"101.083014\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.523521\" xlink:href=\"#m53fdc8c560\" y=\"61.840454\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.044421\" xlink:href=\"#m53fdc8c560\" y=\"41.912866\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.931323\" xlink:href=\"#m53fdc8c560\" y=\"86.220782\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.882658\" xlink:href=\"#m53fdc8c560\" y=\"72.07793\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"74.834332\" xlink:href=\"#m53fdc8c560\" y=\"45.570758\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.152497\" xlink:href=\"#m53fdc8c560\" y=\"86.33586\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"176.769328\" xlink:href=\"#m53fdc8c560\" y=\"94.025319\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.098635\" xlink:href=\"#m53fdc8c560\" y=\"57.244928\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.609814\" xlink:href=\"#m53fdc8c560\" y=\"84.212401\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"179.46977\" xlink:href=\"#m53fdc8c560\" y=\"116.044656\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.193018\" xlink:href=\"#m53fdc8c560\" y=\"73.03399\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"149.551146\" xlink:href=\"#m53fdc8c560\" y=\"82.422663\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.826755\" xlink:href=\"#m53fdc8c560\" y=\"84.485286\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.188344\" xlink:href=\"#m53fdc8c560\" y=\"75.507885\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.024968\" xlink:href=\"#m53fdc8c560\" y=\"75.410779\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.029089\" xlink:href=\"#m53fdc8c560\" y=\"72.908983\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.907493\" xlink:href=\"#m53fdc8c560\" y=\"79.234314\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.654397\" xlink:href=\"#m53fdc8c560\" y=\"59.888838\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.224782\" xlink:href=\"#m53fdc8c560\" y=\"81.872444\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"204.254577\" xlink:href=\"#m53fdc8c560\" y=\"126.234697\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.528302\" xlink:href=\"#m53fdc8c560\" y=\"88.335931\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"91.930938\" xlink:href=\"#m53fdc8c560\" y=\"46.498573\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.312625\" xlink:href=\"#m53fdc8c560\" y=\"66.861273\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.71422\" xlink:href=\"#m53fdc8c560\" y=\"62.323413\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.979237\" xlink:href=\"#m53fdc8c560\" y=\"81.525799\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.892627\" xlink:href=\"#m53fdc8c560\" y=\"80.041304\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"76.988538\" xlink:href=\"#m53fdc8c560\" y=\"37.272189\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.877111\" xlink:href=\"#m53fdc8c560\" y=\"73.058052\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.790544\" xlink:href=\"#m53fdc8c560\" y=\"87.915072\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.090188\" xlink:href=\"#m53fdc8c560\" y=\"67.078422\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.106244\" xlink:href=\"#m53fdc8c560\" y=\"39.002826\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"119.170109\" xlink:href=\"#m53fdc8c560\" y=\"58.092252\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.670645\" xlink:href=\"#m53fdc8c560\" y=\"61.72551\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.545632\" xlink:href=\"#m53fdc8c560\" y=\"105.315589\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"100.105957\" xlink:href=\"#m53fdc8c560\" y=\"57.676866\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.611019\" xlink:href=\"#m53fdc8c560\" y=\"88.243703\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.865538\" xlink:href=\"#m53fdc8c560\" y=\"49.322462\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.643779\" xlink:href=\"#m53fdc8c560\" y=\"89.19716\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.68444\" xlink:href=\"#m53fdc8c560\" y=\"84.869849\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"161.003493\" xlink:href=\"#m53fdc8c560\" y=\"73.919309\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.15999\" xlink:href=\"#m53fdc8c560\" y=\"65.183311\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.29841\" xlink:href=\"#m53fdc8c560\" y=\"40.083715\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.147786\" xlink:href=\"#m53fdc8c560\" y=\"69.292148\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.486861\" xlink:href=\"#m53fdc8c560\" y=\"78.450058\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"164.406838\" xlink:href=\"#m53fdc8c560\" y=\"92.170243\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.624423\" xlink:href=\"#m53fdc8c560\" y=\"100.93928\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.973631\" xlink:href=\"#m53fdc8c560\" y=\"80.217846\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"178.868395\" xlink:href=\"#m53fdc8c560\" y=\"106.172417\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.86108\" xlink:href=\"#m53fdc8c560\" y=\"76.432969\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.312621\" xlink:href=\"#m53fdc8c560\" y=\"69.270688\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"186.777368\" xlink:href=\"#m53fdc8c560\" y=\"109.743676\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"200.91567\" xlink:href=\"#m53fdc8c560\" y=\"113.34982\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.869882\" xlink:href=\"#m53fdc8c560\" y=\"80.098294\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.157428\" xlink:href=\"#m53fdc8c560\" y=\"92.227905\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.207222\" xlink:href=\"#m53fdc8c560\" y=\"77.08996\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.286356\" xlink:href=\"#m53fdc8c560\" y=\"59.970516\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"167.561324\" xlink:href=\"#m53fdc8c560\" y=\"110.38383\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"88.778287\" xlink:href=\"#m53fdc8c560\" y=\"33.978177\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.606282\" xlink:href=\"#m53fdc8c560\" y=\"69.040601\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.421999\" xlink:href=\"#m53fdc8c560\" y=\"82.127918\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.124966\" xlink:href=\"#m53fdc8c560\" y=\"87.880985\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"68.504667\" xlink:href=\"#m53fdc8c560\" y=\"64.779215\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.807504\" xlink:href=\"#m53fdc8c560\" y=\"74.166168\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.996164\" xlink:href=\"#m53fdc8c560\" y=\"86.042799\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.709361\" xlink:href=\"#m53fdc8c560\" y=\"79.442572\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"81.706603\" xlink:href=\"#m53fdc8c560\" y=\"48.460465\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"145.338233\" xlink:href=\"#m53fdc8c560\" y=\"102.57799\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.715033\" xlink:href=\"#m53fdc8c560\" y=\"99.990107\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.91067\" xlink:href=\"#m53fdc8c560\" y=\"67.14674\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"183.322333\" xlink:href=\"#m53fdc8c560\" y=\"121.567044\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.057095\" xlink:href=\"#m53fdc8c560\" y=\"67.185152\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.587415\" xlink:href=\"#m53fdc8c560\" y=\"73.891519\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"95.746209\" xlink:href=\"#m53fdc8c560\" y=\"48.09351\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"63.547645\" xlink:href=\"#m53fdc8c560\" y=\"30.763895\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"74.01707\" xlink:href=\"#m53fdc8c560\" y=\"48.52705\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"91.896241\" xlink:href=\"#m53fdc8c560\" y=\"54.72796\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.957771\" xlink:href=\"#m53fdc8c560\" y=\"74.647085\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"167.493317\" xlink:href=\"#m53fdc8c560\" y=\"107.547203\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"161.956681\" xlink:href=\"#m53fdc8c560\" y=\"90.523655\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.053983\" xlink:href=\"#m53fdc8c560\" y=\"57.390426\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"37.81946\" xlink:href=\"#m53fdc8c560\" y=\"19.917486\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.992346\" xlink:href=\"#m53fdc8c560\" y=\"76.84271\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.872493\" xlink:href=\"#m53fdc8c560\" y=\"76.663307\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"113.800977\" xlink:href=\"#m53fdc8c560\" y=\"94.822224\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.868762\" xlink:href=\"#m53fdc8c560\" y=\"79.570948\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.146122\" xlink:href=\"#m53fdc8c560\" y=\"82.043435\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"113.577977\" xlink:href=\"#m53fdc8c560\" y=\"70.870276\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.094228\" xlink:href=\"#m53fdc8c560\" y=\"65.053263\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.630914\" xlink:href=\"#m53fdc8c560\" y=\"67.090423\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.623788\" xlink:href=\"#m53fdc8c560\" y=\"63.994972\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.14548\" xlink:href=\"#m53fdc8c560\" y=\"87.694824\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"206.084536\" xlink:href=\"#m53fdc8c560\" y=\"111.353049\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.606102\" xlink:href=\"#m53fdc8c560\" y=\"48.663986\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.265471\" xlink:href=\"#m53fdc8c560\" y=\"71.320145\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.59664\" xlink:href=\"#m53fdc8c560\" y=\"70.245213\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"84.781219\" xlink:href=\"#m53fdc8c560\" y=\"26.155745\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.501177\" xlink:href=\"#m53fdc8c560\" y=\"80.576332\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.691594\" xlink:href=\"#m53fdc8c560\" y=\"93.095183\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.655448\" xlink:href=\"#m53fdc8c560\" y=\"88.991052\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.117931\" xlink:href=\"#m53fdc8c560\" y=\"105.454225\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.628141\" xlink:href=\"#m53fdc8c560\" y=\"85.020092\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"186.498446\" xlink:href=\"#m53fdc8c560\" y=\"93.055716\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.930799\" xlink:href=\"#m53fdc8c560\" y=\"116.174214\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.780278\" xlink:href=\"#m53fdc8c560\" y=\"56.454206\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"100.677949\" xlink:href=\"#m53fdc8c560\" y=\"43.469565\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"166.475302\" xlink:href=\"#m53fdc8c560\" y=\"94.485694\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.557238\" xlink:href=\"#m53fdc8c560\" y=\"78.046042\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"214.361554\" xlink:href=\"#m53fdc8c560\" y=\"122.824319\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.923182\" xlink:href=\"#m53fdc8c560\" y=\"70.219821\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.190382\" xlink:href=\"#m53fdc8c560\" y=\"71.405669\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.381908\" xlink:href=\"#m53fdc8c560\" y=\"105.240874\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.337036\" xlink:href=\"#m53fdc8c560\" y=\"103.530497\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.052579\" xlink:href=\"#m53fdc8c560\" y=\"60.399448\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.60193\" xlink:href=\"#m53fdc8c560\" y=\"61.455785\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"164.153339\" xlink:href=\"#m53fdc8c560\" y=\"97.153998\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.048638\" xlink:href=\"#m53fdc8c560\" y=\"68.124947\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.752092\" xlink:href=\"#m53fdc8c560\" y=\"79.441398\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"133.429918\" xlink:href=\"#m53fdc8c560\" y=\"65.550524\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"81.154324\" xlink:href=\"#m53fdc8c560\" y=\"42.804412\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"168.303496\" xlink:href=\"#m53fdc8c560\" y=\"96.796428\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.524958\" xlink:href=\"#m53fdc8c560\" y=\"87.561784\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"82.250514\" xlink:href=\"#m53fdc8c560\" y=\"46.041735\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.593419\" xlink:href=\"#m53fdc8c560\" y=\"98.918763\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.994904\" xlink:href=\"#m53fdc8c560\" y=\"60.41527\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.911482\" xlink:href=\"#m53fdc8c560\" y=\"90.254293\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.29925\" xlink:href=\"#m53fdc8c560\" y=\"68.578494\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.429679\" xlink:href=\"#m53fdc8c560\" y=\"96.361302\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"176.29293\" xlink:href=\"#m53fdc8c560\" y=\"80.48022\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.558129\" xlink:href=\"#m53fdc8c560\" y=\"76.248303\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"86.125529\" xlink:href=\"#m53fdc8c560\" y=\"50.820068\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.178892\" xlink:href=\"#m53fdc8c560\" y=\"68.935273\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"110.250375\" xlink:href=\"#m53fdc8c560\" y=\"59.706205\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.880345\" xlink:href=\"#m53fdc8c560\" y=\"88.80554\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"133.266795\" xlink:href=\"#m53fdc8c560\" y=\"75.932666\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.115239\" xlink:href=\"#m53fdc8c560\" y=\"92.12113\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"178.477034\" xlink:href=\"#m53fdc8c560\" y=\"109.449989\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.117199\" xlink:href=\"#m53fdc8c560\" y=\"53.244605\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.946269\" xlink:href=\"#m53fdc8c560\" y=\"72.613687\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"162.365522\" xlink:href=\"#m53fdc8c560\" y=\"94.927097\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"167.814502\" xlink:href=\"#m53fdc8c560\" y=\"103.484743\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"176.06998\" xlink:href=\"#m53fdc8c560\" y=\"98.230377\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"73.121434\" xlink:href=\"#m53fdc8c560\" y=\"49.352262\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.977352\" xlink:href=\"#m53fdc8c560\" y=\"83.057765\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.698816\" xlink:href=\"#m53fdc8c560\" y=\"98.762849\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.08215\" xlink:href=\"#m53fdc8c560\" y=\"95.305191\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.041545\" xlink:href=\"#m53fdc8c560\" y=\"76.208346\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.305099\" xlink:href=\"#m53fdc8c560\" y=\"51.848009\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"72.782275\" xlink:href=\"#m53fdc8c560\" y=\"45.101388\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.643114\" xlink:href=\"#m53fdc8c560\" y=\"92.88467\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.359003\" xlink:href=\"#m53fdc8c560\" y=\"91.008187\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.597712\" xlink:href=\"#m53fdc8c560\" y=\"59.072008\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.386854\" xlink:href=\"#m53fdc8c560\" y=\"56.210986\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"174.633536\" xlink:href=\"#m53fdc8c560\" y=\"97.620947\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.214382\" xlink:href=\"#m53fdc8c560\" y=\"55.677715\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.927391\" xlink:href=\"#m53fdc8c560\" y=\"52.771653\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.80674\" xlink:href=\"#m53fdc8c560\" y=\"85.024002\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.644468\" xlink:href=\"#m53fdc8c560\" y=\"45.906571\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.244377\" xlink:href=\"#m53fdc8c560\" y=\"77.432199\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.756045\" xlink:href=\"#m53fdc8c560\" y=\"113.584675\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.678823\" xlink:href=\"#m53fdc8c560\" y=\"77.184853\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.939945\" xlink:href=\"#m53fdc8c560\" y=\"89.961471\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.93415\" xlink:href=\"#m53fdc8c560\" y=\"74.818794\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"163.364236\" xlink:href=\"#m53fdc8c560\" y=\"79.575658\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.235334\" xlink:href=\"#m53fdc8c560\" y=\"64.697783\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.191861\" xlink:href=\"#m53fdc8c560\" y=\"57.30952\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.722594\" xlink:href=\"#m53fdc8c560\" y=\"104.004278\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"171.811737\" xlink:href=\"#m53fdc8c560\" y=\"87.351087\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"81.809907\" xlink:href=\"#m53fdc8c560\" y=\"55.8126\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.772464\" xlink:href=\"#m53fdc8c560\" y=\"59.523222\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.57616\" xlink:href=\"#m53fdc8c560\" y=\"90.184462\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.382018\" xlink:href=\"#m53fdc8c560\" y=\"73.509836\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"76.985726\" xlink:href=\"#m53fdc8c560\" y=\"47.34798\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.363541\" xlink:href=\"#m53fdc8c560\" y=\"87.140422\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.307594\" xlink:href=\"#m53fdc8c560\" y=\"59.99209\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"199.927055\" xlink:href=\"#m53fdc8c560\" y=\"123.661337\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"161.177317\" xlink:href=\"#m53fdc8c560\" y=\"106.557025\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"178.78903\" xlink:href=\"#m53fdc8c560\" y=\"97.729013\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"155.324918\" xlink:href=\"#m53fdc8c560\" y=\"82.271679\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.226109\" xlink:href=\"#m53fdc8c560\" y=\"59.540041\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.902263\" xlink:href=\"#m53fdc8c560\" y=\"69.873566\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"114.329734\" xlink:href=\"#m53fdc8c560\" y=\"69.359962\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.838807\" xlink:href=\"#m53fdc8c560\" y=\"91.835233\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.230841\" xlink:href=\"#m53fdc8c560\" y=\"57.784581\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.906156\" xlink:href=\"#m53fdc8c560\" y=\"68.974585\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"190.725439\" xlink:href=\"#m53fdc8c560\" y=\"126.664537\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.970013\" xlink:href=\"#m53fdc8c560\" y=\"71.672813\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"91.064611\" xlink:href=\"#m53fdc8c560\" y=\"53.106274\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.563191\" xlink:href=\"#m53fdc8c560\" y=\"79.429083\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.134777\" xlink:href=\"#m53fdc8c560\" y=\"59.185575\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.464854\" xlink:href=\"#m53fdc8c560\" y=\"61.694399\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"177.610472\" xlink:href=\"#m53fdc8c560\" y=\"112.179771\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.666621\" xlink:href=\"#m53fdc8c560\" y=\"66.102125\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.561624\" xlink:href=\"#m53fdc8c560\" y=\"86.154507\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"95.429891\" xlink:href=\"#m53fdc8c560\" y=\"72.246932\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.697417\" xlink:href=\"#m53fdc8c560\" y=\"78.579952\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.009037\" xlink:href=\"#m53fdc8c560\" y=\"45.175876\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.954034\" xlink:href=\"#m53fdc8c560\" y=\"91.603734\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"167.982388\" xlink:href=\"#m53fdc8c560\" y=\"97.903025\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.771593\" xlink:href=\"#m53fdc8c560\" y=\"75.179106\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"89.886533\" xlink:href=\"#m53fdc8c560\" y=\"48.955512\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.424459\" xlink:href=\"#m53fdc8c560\" y=\"91.123073\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.662402\" xlink:href=\"#m53fdc8c560\" y=\"81.623109\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.825621\" xlink:href=\"#m53fdc8c560\" y=\"85.193152\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.800676\" xlink:href=\"#m53fdc8c560\" y=\"58.478085\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.464723\" xlink:href=\"#m53fdc8c560\" y=\"69.088972\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.58736\" xlink:href=\"#m53fdc8c560\" y=\"87.635754\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.553287\" xlink:href=\"#m53fdc8c560\" y=\"59.344176\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.330724\" xlink:href=\"#m53fdc8c560\" y=\"63.390805\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.038911\" xlink:href=\"#m53fdc8c560\" y=\"95.964483\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.041982\" xlink:href=\"#m53fdc8c560\" y=\"66.168558\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.683409\" xlink:href=\"#m53fdc8c560\" y=\"83.577703\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"58.047744\" xlink:href=\"#m53fdc8c560\" y=\"39.095388\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.106298\" xlink:href=\"#m53fdc8c560\" y=\"76.289851\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.316743\" xlink:href=\"#m53fdc8c560\" y=\"67.600346\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.655204\" xlink:href=\"#m53fdc8c560\" y=\"58.982717\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"75.34269\" xlink:href=\"#m53fdc8c560\" y=\"47.188119\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.12532\" xlink:href=\"#m53fdc8c560\" y=\"75.898872\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.311777\" xlink:href=\"#m53fdc8c560\" y=\"54.258836\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"76.193849\" xlink:href=\"#m53fdc8c560\" y=\"54.29539\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"166.744389\" xlink:href=\"#m53fdc8c560\" y=\"98.430749\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.488439\" xlink:href=\"#m53fdc8c560\" y=\"60.606329\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"148.836162\" xlink:href=\"#m53fdc8c560\" y=\"78.517781\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.746208\" xlink:href=\"#m53fdc8c560\" y=\"55.847758\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.527173\" xlink:href=\"#m53fdc8c560\" y=\"71.397472\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.016362\" xlink:href=\"#m53fdc8c560\" y=\"70.016517\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.760652\" xlink:href=\"#m53fdc8c560\" y=\"90.272486\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"142.612487\" xlink:href=\"#m53fdc8c560\" y=\"86.805061\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.196518\" xlink:href=\"#m53fdc8c560\" y=\"69.929816\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.918397\" xlink:href=\"#m53fdc8c560\" y=\"82.897462\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.313862\" xlink:href=\"#m53fdc8c560\" y=\"64.877242\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.345665\" xlink:href=\"#m53fdc8c560\" y=\"70.323696\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.565838\" xlink:href=\"#m53fdc8c560\" y=\"65.524089\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"94.634574\" xlink:href=\"#m53fdc8c560\" y=\"42.737397\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.540514\" xlink:href=\"#m53fdc8c560\" y=\"63.891007\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"162.81572\" xlink:href=\"#m53fdc8c560\" y=\"90.300096\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.956185\" xlink:href=\"#m53fdc8c560\" y=\"90.492975\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.699544\" xlink:href=\"#m53fdc8c560\" y=\"82.524109\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"55.197858\" xlink:href=\"#m53fdc8c560\" y=\"39.589783\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"91.753116\" xlink:href=\"#m53fdc8c560\" y=\"56.925333\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"110.169579\" xlink:href=\"#m53fdc8c560\" y=\"60.051591\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.738809\" xlink:href=\"#m53fdc8c560\" y=\"77.255932\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.31503\" xlink:href=\"#m53fdc8c560\" y=\"70.819875\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.193672\" xlink:href=\"#m53fdc8c560\" y=\"87.072501\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.631536\" xlink:href=\"#m53fdc8c560\" y=\"60.874592\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.194753\" xlink:href=\"#m53fdc8c560\" y=\"97.602148\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.76488\" xlink:href=\"#m53fdc8c560\" y=\"72.877273\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.318946\" xlink:href=\"#m53fdc8c560\" y=\"86.997955\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"175.232385\" xlink:href=\"#m53fdc8c560\" y=\"86.233859\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.279923\" xlink:href=\"#m53fdc8c560\" y=\"86.932952\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"77.567443\" xlink:href=\"#m53fdc8c560\" y=\"41.615837\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"114.765294\" xlink:href=\"#m53fdc8c560\" y=\"77.57012\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.124865\" xlink:href=\"#m53fdc8c560\" y=\"87.025482\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.188198\" xlink:href=\"#m53fdc8c560\" y=\"85.693966\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"167.66997\" xlink:href=\"#m53fdc8c560\" y=\"99.038582\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.250015\" xlink:href=\"#m53fdc8c560\" y=\"48.582672\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"64.680448\" xlink:href=\"#m53fdc8c560\" y=\"35.828052\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.693091\" xlink:href=\"#m53fdc8c560\" y=\"84.505527\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.433499\" xlink:href=\"#m53fdc8c560\" y=\"34.906793\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.255389\" xlink:href=\"#m53fdc8c560\" y=\"64.686617\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.009982\" xlink:href=\"#m53fdc8c560\" y=\"86.175752\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.443361\" xlink:href=\"#m53fdc8c560\" y=\"67.35749\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.372819\" xlink:href=\"#m53fdc8c560\" y=\"68.753273\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.682685\" xlink:href=\"#m53fdc8c560\" y=\"95.180142\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.363596\" xlink:href=\"#m53fdc8c560\" y=\"103.994617\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"110.006654\" xlink:href=\"#m53fdc8c560\" y=\"55.629745\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"156.982424\" xlink:href=\"#m53fdc8c560\" y=\"99.048856\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.720798\" xlink:href=\"#m53fdc8c560\" y=\"63.390435\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.37143\" xlink:href=\"#m53fdc8c560\" y=\"48.782771\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.153631\" xlink:href=\"#m53fdc8c560\" y=\"68.5835\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.467346\" xlink:href=\"#m53fdc8c560\" y=\"64.342665\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.685556\" xlink:href=\"#m53fdc8c560\" y=\"92.796184\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.12916\" xlink:href=\"#m53fdc8c560\" y=\"84.658686\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"83.205587\" xlink:href=\"#m53fdc8c560\" y=\"56.656291\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.162429\" xlink:href=\"#m53fdc8c560\" y=\"74.504253\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.411099\" xlink:href=\"#m53fdc8c560\" y=\"55.53476\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.135621\" xlink:href=\"#m53fdc8c560\" y=\"79.128518\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.407231\" xlink:href=\"#m53fdc8c560\" y=\"82.422115\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"180.971433\" xlink:href=\"#m53fdc8c560\" y=\"136.534768\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.710644\" xlink:href=\"#m53fdc8c560\" y=\"94.430418\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.167863\" xlink:href=\"#m53fdc8c560\" y=\"74.224378\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.069777\" xlink:href=\"#m53fdc8c560\" y=\"59.675065\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.215704\" xlink:href=\"#m53fdc8c560\" y=\"67.611842\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.122884\" xlink:href=\"#m53fdc8c560\" y=\"76.089455\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"65.99257\" xlink:href=\"#m53fdc8c560\" y=\"50.204445\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.874506\" xlink:href=\"#m53fdc8c560\" y=\"68.0561\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.863891\" xlink:href=\"#m53fdc8c560\" y=\"62.233243\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.452828\" xlink:href=\"#m53fdc8c560\" y=\"75.974315\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.930358\" xlink:href=\"#m53fdc8c560\" y=\"58.246159\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"81.654981\" xlink:href=\"#m53fdc8c560\" y=\"53.273541\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"110.149829\" xlink:href=\"#m53fdc8c560\" y=\"77.001419\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.810148\" xlink:href=\"#m53fdc8c560\" y=\"80.431142\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.546497\" xlink:href=\"#m53fdc8c560\" y=\"100.082164\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"189.447254\" xlink:href=\"#m53fdc8c560\" y=\"99.352973\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.605092\" xlink:href=\"#m53fdc8c560\" y=\"75.006864\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.877212\" xlink:href=\"#m53fdc8c560\" y=\"66.382007\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"113.180229\" xlink:href=\"#m53fdc8c560\" y=\"67.409772\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"145.769449\" xlink:href=\"#m53fdc8c560\" y=\"90.809549\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.984547\" xlink:href=\"#m53fdc8c560\" y=\"74.979275\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.699274\" xlink:href=\"#m53fdc8c560\" y=\"62.868968\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.166976\" xlink:href=\"#m53fdc8c560\" y=\"67.45312\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"196.818147\" xlink:href=\"#m53fdc8c560\" y=\"121.008755\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"163.911873\" xlink:href=\"#m53fdc8c560\" y=\"94.429641\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.389364\" xlink:href=\"#m53fdc8c560\" y=\"58.700796\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.653569\" xlink:href=\"#m53fdc8c560\" y=\"64.970605\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"44.101666\" xlink:href=\"#m53fdc8c560\" y=\"26.324224\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"170.535233\" xlink:href=\"#m53fdc8c560\" y=\"99.445135\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"104.969983\" xlink:href=\"#m53fdc8c560\" y=\"52.004511\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.597187\" xlink:href=\"#m53fdc8c560\" y=\"66.748361\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.484108\" xlink:href=\"#m53fdc8c560\" y=\"80.786643\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.63282\" xlink:href=\"#m53fdc8c560\" y=\"74.826595\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.443359\" xlink:href=\"#m53fdc8c560\" y=\"89.638355\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.466567\" xlink:href=\"#m53fdc8c560\" y=\"70.980844\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.970245\" xlink:href=\"#m53fdc8c560\" y=\"85.749645\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.651853\" xlink:href=\"#m53fdc8c560\" y=\"60.365277\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.036179\" xlink:href=\"#m53fdc8c560\" y=\"84.799602\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.337413\" xlink:href=\"#m53fdc8c560\" y=\"81.765286\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.476983\" xlink:href=\"#m53fdc8c560\" y=\"48.129344\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.373911\" xlink:href=\"#m53fdc8c560\" y=\"102.933989\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"165.960709\" xlink:href=\"#m53fdc8c560\" y=\"100.502445\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.114482\" xlink:href=\"#m53fdc8c560\" y=\"35.666178\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.535285\" xlink:href=\"#m53fdc8c560\" y=\"78.102198\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.625823\" xlink:href=\"#m53fdc8c560\" y=\"112.733986\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"184.788487\" xlink:href=\"#m53fdc8c560\" y=\"92.788447\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.068072\" xlink:href=\"#m53fdc8c560\" y=\"94.667136\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.411076\" xlink:href=\"#m53fdc8c560\" y=\"49.916516\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"129.841953\" xlink:href=\"#m53fdc8c560\" y=\"86.437318\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"79.469943\" xlink:href=\"#m53fdc8c560\" y=\"43.717107\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.864448\" xlink:href=\"#m53fdc8c560\" y=\"79.127408\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.942138\" xlink:href=\"#m53fdc8c560\" y=\"82.394602\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.058205\" xlink:href=\"#m53fdc8c560\" y=\"72.062149\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"184.28605\" xlink:href=\"#m53fdc8c560\" y=\"129.286214\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.328513\" xlink:href=\"#m53fdc8c560\" y=\"60.051752\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.359701\" xlink:href=\"#m53fdc8c560\" y=\"34.621166\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"60.480425\" xlink:href=\"#m53fdc8c560\" y=\"51.628311\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.19436\" xlink:href=\"#m53fdc8c560\" y=\"77.470381\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.484172\" xlink:href=\"#m53fdc8c560\" y=\"57.086237\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.809597\" xlink:href=\"#m53fdc8c560\" y=\"85.998746\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"162.245085\" xlink:href=\"#m53fdc8c560\" y=\"79.128815\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.369199\" xlink:href=\"#m53fdc8c560\" y=\"98.952385\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.811731\" xlink:href=\"#m53fdc8c560\" y=\"56.835875\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.825891\" xlink:href=\"#m53fdc8c560\" y=\"93.513457\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"117.326669\" xlink:href=\"#m53fdc8c560\" y=\"65.59224\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.793076\" xlink:href=\"#m53fdc8c560\" y=\"81.033354\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"191.802277\" xlink:href=\"#m53fdc8c560\" y=\"91.56658\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.644429\" xlink:href=\"#m53fdc8c560\" y=\"61.000251\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"163.854402\" xlink:href=\"#m53fdc8c560\" y=\"100.804395\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.249175\" xlink:href=\"#m53fdc8c560\" y=\"99.777594\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.75881\" xlink:href=\"#m53fdc8c560\" y=\"74.845489\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"150.908209\" xlink:href=\"#m53fdc8c560\" y=\"97.041142\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.818882\" xlink:href=\"#m53fdc8c560\" y=\"74.687342\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"107.183059\" xlink:href=\"#m53fdc8c560\" y=\"77.48085\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.861004\" xlink:href=\"#m53fdc8c560\" y=\"63.258368\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"182.293202\" xlink:href=\"#m53fdc8c560\" y=\"102.054007\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"84.958574\" xlink:href=\"#m53fdc8c560\" y=\"47.407387\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.207211\" xlink:href=\"#m53fdc8c560\" y=\"88.196684\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"74.856182\" xlink:href=\"#m53fdc8c560\" y=\"43.665705\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.464929\" xlink:href=\"#m53fdc8c560\" y=\"61.987052\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.128767\" xlink:href=\"#m53fdc8c560\" y=\"78.843726\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.806558\" xlink:href=\"#m53fdc8c560\" y=\"82.672616\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"187.527066\" xlink:href=\"#m53fdc8c560\" y=\"103.024201\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"162.043047\" xlink:href=\"#m53fdc8c560\" y=\"100.008142\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"183.188179\" xlink:href=\"#m53fdc8c560\" y=\"113.125555\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"133.712822\" xlink:href=\"#m53fdc8c560\" y=\"94.619265\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.171801\" xlink:href=\"#m53fdc8c560\" y=\"79.395981\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"141.650668\" xlink:href=\"#m53fdc8c560\" y=\"95.420448\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"81.253275\" xlink:href=\"#m53fdc8c560\" y=\"50.913339\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.592232\" xlink:href=\"#m53fdc8c560\" y=\"84.128729\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.556151\" xlink:href=\"#m53fdc8c560\" y=\"83.725058\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.422862\" xlink:href=\"#m53fdc8c560\" y=\"70.963091\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.35078\" xlink:href=\"#m53fdc8c560\" y=\"76.547252\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"80.294763\" xlink:href=\"#m53fdc8c560\" y=\"50.927937\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.057803\" xlink:href=\"#m53fdc8c560\" y=\"74.429968\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.864665\" xlink:href=\"#m53fdc8c560\" y=\"48.888594\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.903265\" xlink:href=\"#m53fdc8c560\" y=\"68.626458\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"119.949266\" xlink:href=\"#m53fdc8c560\" y=\"61.790084\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.756746\" xlink:href=\"#m53fdc8c560\" y=\"78.965977\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.233953\" xlink:href=\"#m53fdc8c560\" y=\"108.757455\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.240276\" xlink:href=\"#m53fdc8c560\" y=\"42.429603\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"170.268863\" xlink:href=\"#m53fdc8c560\" y=\"125.876958\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.278395\" xlink:href=\"#m53fdc8c560\" y=\"95.532273\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.598993\" xlink:href=\"#m53fdc8c560\" y=\"75.910245\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"81.346848\" xlink:href=\"#m53fdc8c560\" y=\"50.399508\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"90.954179\" xlink:href=\"#m53fdc8c560\" y=\"53.612356\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.098311\" xlink:href=\"#m53fdc8c560\" y=\"97.911867\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"155.865584\" xlink:href=\"#m53fdc8c560\" y=\"84.528431\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.660082\" xlink:href=\"#m53fdc8c560\" y=\"100.987361\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.621921\" xlink:href=\"#m53fdc8c560\" y=\"67.77461\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"130.697667\" xlink:href=\"#m53fdc8c560\" y=\"88.805364\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.798272\" xlink:href=\"#m53fdc8c560\" y=\"69.61344\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.801752\" xlink:href=\"#m53fdc8c560\" y=\"71.240154\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"113.565691\" xlink:href=\"#m53fdc8c560\" y=\"72.138719\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.584875\" xlink:href=\"#m53fdc8c560\" y=\"90.10139\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"212.326342\" xlink:href=\"#m53fdc8c560\" y=\"123.068683\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.553162\" xlink:href=\"#m53fdc8c560\" y=\"66.917315\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.37587\" xlink:href=\"#m53fdc8c560\" y=\"102.032916\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.92394\" xlink:href=\"#m53fdc8c560\" y=\"86.09304\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"74.555891\" xlink:href=\"#m53fdc8c560\" y=\"39.823959\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"65.763879\" xlink:href=\"#m53fdc8c560\" y=\"46.559158\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.567038\" xlink:href=\"#m53fdc8c560\" y=\"88.874861\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.854022\" xlink:href=\"#m53fdc8c560\" y=\"85.064043\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.976427\" xlink:href=\"#m53fdc8c560\" y=\"59.668268\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"96.967833\" xlink:href=\"#m53fdc8c560\" y=\"64.576351\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.480741\" xlink:href=\"#m53fdc8c560\" y=\"73.662292\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.486659\" xlink:href=\"#m53fdc8c560\" y=\"82.591214\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.9461\" xlink:href=\"#m53fdc8c560\" y=\"73.819317\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.188788\" xlink:href=\"#m53fdc8c560\" y=\"41.922294\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.138066\" xlink:href=\"#m53fdc8c560\" y=\"78.253362\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.154335\" xlink:href=\"#m53fdc8c560\" y=\"110.074426\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"84.105445\" xlink:href=\"#m53fdc8c560\" y=\"51.020243\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"137.598935\" xlink:href=\"#m53fdc8c560\" y=\"91.711871\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.809011\" xlink:href=\"#m53fdc8c560\" y=\"75.417732\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"146.159276\" xlink:href=\"#m53fdc8c560\" y=\"81.936396\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.631675\" xlink:href=\"#m53fdc8c560\" y=\"103.974693\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.95033\" xlink:href=\"#m53fdc8c560\" y=\"71.385946\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.13042\" xlink:href=\"#m53fdc8c560\" y=\"114.064954\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.028485\" xlink:href=\"#m53fdc8c560\" y=\"63.963929\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.289867\" xlink:href=\"#m53fdc8c560\" y=\"83.074409\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.320252\" xlink:href=\"#m53fdc8c560\" y=\"84.668081\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.849727\" xlink:href=\"#m53fdc8c560\" y=\"66.275358\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.527337\" xlink:href=\"#m53fdc8c560\" y=\"67.900199\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"164.19784\" xlink:href=\"#m53fdc8c560\" y=\"96.439198\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.812387\" xlink:href=\"#m53fdc8c560\" y=\"62.623042\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"56.34024\" xlink:href=\"#m53fdc8c560\" y=\"13.377273\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"113.771698\" xlink:href=\"#m53fdc8c560\" y=\"74.876672\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.287566\" xlink:href=\"#m53fdc8c560\" y=\"94.83964\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.802232\" xlink:href=\"#m53fdc8c560\" y=\"74.642299\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.574631\" xlink:href=\"#m53fdc8c560\" y=\"77.373161\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.412662\" xlink:href=\"#m53fdc8c560\" y=\"71.28979\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.75264\" xlink:href=\"#m53fdc8c560\" y=\"77.704221\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"86.777425\" xlink:href=\"#m53fdc8c560\" y=\"42.49013\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.988897\" xlink:href=\"#m53fdc8c560\" y=\"87.846181\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.368952\" xlink:href=\"#m53fdc8c560\" y=\"70.865864\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"157.881636\" xlink:href=\"#m53fdc8c560\" y=\"97.333461\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.405835\" xlink:href=\"#m53fdc8c560\" y=\"101.026959\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"111.513591\" xlink:href=\"#m53fdc8c560\" y=\"73.076382\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"77.815536\" xlink:href=\"#m53fdc8c560\" y=\"48.775534\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"131.224753\" xlink:href=\"#m53fdc8c560\" y=\"78.965873\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.681783\" xlink:href=\"#m53fdc8c560\" y=\"90.905716\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"71.405503\" xlink:href=\"#m53fdc8c560\" y=\"30.418022\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"132.090867\" xlink:href=\"#m53fdc8c560\" y=\"92.953633\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"184.815382\" xlink:href=\"#m53fdc8c560\" y=\"115.707422\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.365052\" xlink:href=\"#m53fdc8c560\" y=\"59.897667\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"177.798957\" xlink:href=\"#m53fdc8c560\" y=\"113.995264\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"86.722439\" xlink:href=\"#m53fdc8c560\" y=\"54.854763\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"86.307415\" xlink:href=\"#m53fdc8c560\" y=\"53.03434\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"80.19109\" xlink:href=\"#m53fdc8c560\" y=\"60.644208\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.060791\" xlink:href=\"#m53fdc8c560\" y=\"102.976339\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.941277\" xlink:href=\"#m53fdc8c560\" y=\"55.487262\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.871517\" xlink:href=\"#m53fdc8c560\" y=\"66.268923\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.075644\" xlink:href=\"#m53fdc8c560\" y=\"75.610872\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"155.532959\" xlink:href=\"#m53fdc8c560\" y=\"91.161251\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"172.419749\" xlink:href=\"#m53fdc8c560\" y=\"119.810578\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"118.235144\" xlink:href=\"#m53fdc8c560\" y=\"77.54105\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"112.537858\" xlink:href=\"#m53fdc8c560\" y=\"69.441341\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.116502\" xlink:href=\"#m53fdc8c560\" y=\"77.921958\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.854525\" xlink:href=\"#m53fdc8c560\" y=\"84.300739\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"88.340987\" xlink:href=\"#m53fdc8c560\" y=\"55.025964\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"64.415093\" xlink:href=\"#m53fdc8c560\" y=\"43.248428\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"154.948955\" xlink:href=\"#m53fdc8c560\" y=\"93.288323\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.273544\" xlink:href=\"#m53fdc8c560\" y=\"73.866923\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.961859\" xlink:href=\"#m53fdc8c560\" y=\"49.549271\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.506557\" xlink:href=\"#m53fdc8c560\" y=\"43.87441\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.826343\" xlink:href=\"#m53fdc8c560\" y=\"59.016497\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"174.526717\" xlink:href=\"#m53fdc8c560\" y=\"124.970746\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"151.775227\" xlink:href=\"#m53fdc8c560\" y=\"96.894097\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.64256\" xlink:href=\"#m53fdc8c560\" y=\"76.643505\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.770531\" xlink:href=\"#m53fdc8c560\" y=\"97.05002\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.877489\" xlink:href=\"#m53fdc8c560\" y=\"76.826467\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"138.958016\" xlink:href=\"#m53fdc8c560\" y=\"71.840592\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"87.19538\" xlink:href=\"#m53fdc8c560\" y=\"53.514117\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.474492\" xlink:href=\"#m53fdc8c560\" y=\"105.164593\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.101918\" xlink:href=\"#m53fdc8c560\" y=\"83.330929\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.883073\" xlink:href=\"#m53fdc8c560\" y=\"75.410035\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"120.555977\" xlink:href=\"#m53fdc8c560\" y=\"90.575688\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"125.567116\" xlink:href=\"#m53fdc8c560\" y=\"59.364121\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"183.776877\" xlink:href=\"#m53fdc8c560\" y=\"101.440029\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"102.974406\" xlink:href=\"#m53fdc8c560\" y=\"73.789196\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.361183\" xlink:href=\"#m53fdc8c560\" y=\"67.508158\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.952583\" xlink:href=\"#m53fdc8c560\" y=\"57.193023\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"143.208016\" xlink:href=\"#m53fdc8c560\" y=\"93.145159\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.770665\" xlink:href=\"#m53fdc8c560\" y=\"53.8182\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.255239\" xlink:href=\"#m53fdc8c560\" y=\"79.807943\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.980529\" xlink:href=\"#m53fdc8c560\" y=\"84.719771\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"126.551304\" xlink:href=\"#m53fdc8c560\" y=\"90.327266\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.250723\" xlink:href=\"#m53fdc8c560\" y=\"86.82855\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.474271\" xlink:href=\"#m53fdc8c560\" y=\"77.520309\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"124.622379\" xlink:href=\"#m53fdc8c560\" y=\"77.687163\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.559751\" xlink:href=\"#m53fdc8c560\" y=\"87.876527\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"121.35921\" xlink:href=\"#m53fdc8c560\" y=\"65.874051\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.574305\" xlink:href=\"#m53fdc8c560\" y=\"83.608612\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.735593\" xlink:href=\"#m53fdc8c560\" y=\"78.579462\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"106.682457\" xlink:href=\"#m53fdc8c560\" y=\"42.095262\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"127.773867\" xlink:href=\"#m53fdc8c560\" y=\"69.082634\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"155.621316\" xlink:href=\"#m53fdc8c560\" y=\"95.127882\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"123.569326\" xlink:href=\"#m53fdc8c560\" y=\"72.756232\"/>\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"105.774498\" xlink:href=\"#m53fdc8c560\" y=\"71.941486\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <defs>\n",
       "       <path d=\"M 0 0 \n",
       "L 0 3.5 \n",
       "\" id=\"m1108835124\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"69.335942\" xlink:href=\"#m1108835124\" y=\"143.1\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- −2 -->\n",
       "      <g transform=\"translate(61.964848 157.698438)scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path d=\"M 678 2272 \n",
       "L 4684 2272 \n",
       "L 4684 1741 \n",
       "L 678 1741 \n",
       "L 678 2272 \n",
       "z\n",
       "\" id=\"DejaVuSans-2212\" transform=\"scale(0.015625)\"/>\n",
       "        <path d=\"M 1228 531 \n",
       "L 3431 531 \n",
       "L 3431 0 \n",
       "L 469 0 \n",
       "L 469 531 \n",
       "Q 828 903 1448 1529 \n",
       "Q 2069 2156 2228 2338 \n",
       "Q 2531 2678 2651 2914 \n",
       "Q 2772 3150 2772 3378 \n",
       "Q 2772 3750 2511 3984 \n",
       "Q 2250 4219 1831 4219 \n",
       "Q 1534 4219 1204 4116 \n",
       "Q 875 4013 500 3803 \n",
       "L 500 4441 \n",
       "Q 881 4594 1212 4672 \n",
       "Q 1544 4750 1819 4750 \n",
       "Q 2544 4750 2975 4387 \n",
       "Q 3406 4025 3406 3419 \n",
       "Q 3406 3131 3298 2873 \n",
       "Q 3191 2616 2906 2266 \n",
       "Q 2828 2175 2409 1742 \n",
       "Q 1991 1309 1228 531 \n",
       "z\n",
       "\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-32\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_2\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"126.524617\" xlink:href=\"#m1108835124\" y=\"143.1\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(123.343367 157.698438)scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path d=\"M 2034 4250 \n",
       "Q 1547 4250 1301 3770 \n",
       "Q 1056 3291 1056 2328 \n",
       "Q 1056 1369 1301 889 \n",
       "Q 1547 409 2034 409 \n",
       "Q 2525 409 2770 889 \n",
       "Q 3016 1369 3016 2328 \n",
       "Q 3016 3291 2770 3770 \n",
       "Q 2525 4250 2034 4250 \n",
       "z\n",
       "M 2034 4750 \n",
       "Q 2819 4750 3233 4129 \n",
       "Q 3647 3509 3647 2328 \n",
       "Q 3647 1150 3233 529 \n",
       "Q 2819 -91 2034 -91 \n",
       "Q 1250 -91 836 529 \n",
       "Q 422 1150 422 2328 \n",
       "Q 422 3509 836 4129 \n",
       "Q 1250 4750 2034 4750 \n",
       "z\n",
       "\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"183.713291\" xlink:href=\"#m1108835124\" y=\"143.1\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- 2 -->\n",
       "      <g transform=\"translate(180.532041 157.698438)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_4\">\n",
       "      <defs>\n",
       "       <path d=\"M 0 0 \n",
       "L -3.5 0 \n",
       "\" id=\"m4d9565d0b6\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.942188\" xlink:href=\"#m4d9565d0b6\" y=\"121.838452\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- −5 -->\n",
       "      <g transform=\"translate(7.2 125.63767)scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path d=\"M 691 4666 \n",
       "L 3169 4666 \n",
       "L 3169 4134 \n",
       "L 1269 4134 \n",
       "L 1269 2991 \n",
       "Q 1406 3038 1543 3061 \n",
       "Q 1681 3084 1819 3084 \n",
       "Q 2600 3084 3056 2656 \n",
       "Q 3513 2228 3513 1497 \n",
       "Q 3513 744 3044 326 \n",
       "Q 2575 -91 1722 -91 \n",
       "Q 1428 -91 1123 -41 \n",
       "Q 819 9 494 109 \n",
       "L 494 744 \n",
       "Q 775 591 1075 516 \n",
       "Q 1375 441 1709 441 \n",
       "Q 2250 441 2565 725 \n",
       "Q 2881 1009 2881 1497 \n",
       "Q 2881 1984 2565 2268 \n",
       "Q 2250 2553 1709 2553 \n",
       "Q 1456 2553 1204 2497 \n",
       "Q 953 2441 691 2322 \n",
       "L 691 4666 \n",
       "z\n",
       "\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.942188\" xlink:href=\"#m4d9565d0b6\" y=\"96.528624\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(15.579688 100.327843)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_6\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.942188\" xlink:href=\"#m4d9565d0b6\" y=\"71.218797\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- 5 -->\n",
       "      <g transform=\"translate(15.579688 75.018016)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.942188\" xlink:href=\"#m4d9565d0b6\" y=\"45.90897\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- 10 -->\n",
       "      <g transform=\"translate(9.217188 49.708189)scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path d=\"M 794 531 \n",
       "L 1825 531 \n",
       "L 1825 4091 \n",
       "L 703 3866 \n",
       "L 703 4441 \n",
       "L 1819 4666 \n",
       "L 2450 4666 \n",
       "L 2450 531 \n",
       "L 3481 531 \n",
       "L 3481 0 \n",
       "L 794 0 \n",
       "L 794 531 \n",
       "z\n",
       "\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_8\">\n",
       "      <g>\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.942188\" xlink:href=\"#m4d9565d0b6\" y=\"20.599143\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- 15 -->\n",
       "      <g transform=\"translate(9.217188 24.398362)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path d=\"M 28.942188 143.1 \n",
       "L 28.942188 7.2 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path d=\"M 224.242188 143.1 \n",
       "L 224.242188 7.2 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path d=\"M 28.942188 143.1 \n",
       "L 224.242188 143.1 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path d=\"M 28.942188 7.2 \n",
       "L 224.242188 7.2 \n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"pb4dac3ee5a\">\n",
       "   <rect height=\"135.9\" width=\"195.3\" x=\"28.942188\" y=\"7.2\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<Figure size 252x180 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "d2l.set_figsize()\n",
    "d2l.plt.scatter(features[:, (1)].detach().numpy(), labels.detach().numpy(), 1);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "71d0c1ee",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "附件",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
